Triple
T1302807
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chevrolet Cruze |
E27804
|
entity |
| Predicate | safetyRatingAgency |
P16099
|
FINISHED |
| Object |
IIHS
IIHS (Insurance Institute for Highway Safety) is a U.S.-based independent, nonprofit organization that conducts vehicle crash tests and research to evaluate and improve automotive safety.
|
E148748
|
NE FINISHED |
How this triple was built (5 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: IIHS | Statement: [Chevrolet Cruze, safetyRatingAgency, IIHS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IIHS Context triple: [Chevrolet Cruze, safetyRatingAgency, IIHS]
-
A.
National Highway Traffic Safety Administration
The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
-
B.
Texas A&M Transportation Institute
The Texas A&M Transportation Institute is a leading research agency specializing in transportation systems, safety, and infrastructure innovation.
-
C.
New Car Assessment Program
The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
-
D.
American Insurance Association
The American Insurance Association is a U.S. trade organization representing major property and casualty insurance companies in legislative, regulatory, and legal matters.
-
E.
Office of Highway Safety
The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: IIHS Triple: [Chevrolet Cruze, safetyRatingAgency, IIHS]
Generated description
IIHS (Insurance Institute for Highway Safety) is a U.S.-based independent, nonprofit organization that conducts vehicle crash tests and research to evaluate and improve automotive safety.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IIHS Target entity description: IIHS (Insurance Institute for Highway Safety) is a U.S.-based independent, nonprofit organization that conducts vehicle crash tests and research to evaluate and improve automotive safety.
-
A.
National Highway Traffic Safety Administration
The National Highway Traffic Safety Administration is a U.S. federal agency responsible for improving road safety by setting and enforcing vehicle performance standards, investigating defects, and promoting traffic safety initiatives.
-
B.
Texas A&M Transportation Institute
The Texas A&M Transportation Institute is a leading research agency specializing in transportation systems, safety, and infrastructure innovation.
-
C.
New Car Assessment Program
The New Car Assessment Program is a U.S. government vehicle safety rating system that evaluates and publicizes crash-test performance to help consumers compare the safety of new cars.
-
D.
American Insurance Association
The American Insurance Association is a U.S. trade organization representing major property and casualty insurance companies in legislative, regulatory, and legal matters.
-
E.
Office of Highway Safety
The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: safetyRatingAgency Context triple: [Chevrolet Cruze, safetyRatingAgency, IIHS]
-
A.
publicSafetyAgencyType
Indicates the specific category or kind of public safety agency associated with an entity (e.g., police, fire, emergency medical services).
-
B.
safety
Indicates that an entity provides, ensures, or is associated with protection from harm, danger, or risk for another entity or within a given context.
-
C.
hasSafetyRegulationCompliance
Indicates that an entity adheres to, satisfies, or is in conformity with specified safety regulations or standards.
-
D.
safetyRequirement
Indicates that one entity specifies or imposes conditions, standards, or measures necessary to ensure the safety of another entity or activity.
-
E.
regulatingAgency
chosen
Indicates that one entity serves as the official authority responsible for overseeing, controlling, or enforcing rules and standards on another entity or activity.
- F. None of above.
Provenance (6 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a496d7d83481908f83085854e51328 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c115ba64819081c55fa6807e19ef |
completed | March 1, 2026, 10:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acb3046a888190956f6bedb6ec589f |
completed | March 7, 2026, 11:21 p.m. |
| NEDg | Description generation | batch_69acb370c7cc81908a78bb5438416db6 |
completed | March 7, 2026, 11:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acb409b4d0819081266cf3e6c09164 |
completed | March 7, 2026, 11:26 p.m. |
| PD | Predicate disambiguation | batch_69a4bee8544c8190874efd9bae9bccf9 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:51 p.m.